{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Inference with the fitted outfit code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "\n",
    "import os\n",
    "import sys\n",
    "import yaml\n",
    "import pickle\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "from skimage import io\n",
    "from munch import munchify\n",
    "\n",
    "import torch\n",
    "\n",
    "sys.path.append(os.path.abspath('')+'/src')\n",
    "\n",
    "from dataloaders.loaders.utils import make_dataloader\n",
    "\n",
    "from models.draping_network_wrapper import Wrapper\n",
    "from models.nstack import NeuralStack, PointNeuralTex\n",
    "from models.pcd_converter import PCDConverter\n",
    "from models.pcd_renderer import Renderer\n",
    "\n",
    "from outfit_code.infer import infer_pid"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dataloader and models setup"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "> Loading the draping network model from checkpoints/draping_network_90_epochs.pth...\n",
      "\n",
      "> Image paths dict: {'male-1-casual': 'samples/psp/rgb/male-1-casual/000001.png', 'male-3-casual': 'samples/psp/rgb/male-3-casual/000001.png'}\n",
      "\n",
      "> Outfit codes dict: {'male-1-casual': array([ 0.0809941 , -0.43872824,  0.20763539,  0.4111563 , -0.7133698 ,\n",
      "       -0.07154377, -0.23637031, -0.2811662 ], dtype=float32), 'male-3-casual': array([-0.5855567 , -0.19764575,  0.06156886,  0.33132124,  0.36146787,\n",
      "       -0.11059047, -0.5225461 ,  0.30553007], dtype=float32)}\n"
     ]
    }
   ],
   "source": [
    "# config setup\n",
    "config_path = 'configs/outfit_code/psp.yaml'\n",
    "pid = 'male-3-casual'\n",
    "\n",
    "with open(config_path, 'r') as stream:\n",
    "    config = yaml.safe_load(stream)\n",
    "config = munchify(config)\n",
    "config.device = 'cuda:0'\n",
    "\n",
    "# dataloader setup\n",
    "data_root = config.data_root\n",
    "data_name = data_root.split('/')[-1]\n",
    "rgb_dir = config.rgb_dir\n",
    "segm_dir = config.segm_dir\n",
    "smpl_dir = config.smpl_dir\n",
    "\n",
    "if config.get('splits_dir'):\n",
    "    datalists = [pd.read_csv(f'{data_root}/{config.splits_dir}/{pid}/fit1.csv')]\n",
    "else:\n",
    "    datalists = [[pid]]\n",
    "\n",
    "dataloader = make_dataloader(data_name, data_root, rgb_dir, segm_dir, smpl_dir, datalists[0], \n",
    "                             smpl_model_path='data/smpl_models/SMPL_NEUTRAL.pkl',\n",
    "                             train=False, batch_size=1)\n",
    "\n",
    "# models setup\n",
    "draping_network = Wrapper.get_net(config)\n",
    "converter = PCDConverter(config.device)\n",
    "ndesc_stack = NeuralStack(1, lambda: PointNeuralTex(config.ntex_dim, config.pcl_size)).to(config.device)\n",
    "renderer = Renderer(height=config.image_size[0], width=config.image_size[1], \n",
    "                    pcd_features_dim=config.ntex_dim, visibility_thr=2e-3, device=config.device)\n",
    "\n",
    "# image paths (for visualization) setup\n",
    "image_paths_file = f'out/outfit_code/image_paths_{data_name}.pkl'\n",
    "image_paths_dict = pickle.load(open(image_paths_file, 'rb'))\n",
    "print('\\n> Image paths dict:', image_paths_dict)\n",
    "\n",
    "# outfit codes setup\n",
    "outfit_codes_file = f'out/outfit_code/outfit_codes_{data_name}.pkl'\n",
    "outfit_codes_dict = pickle.load(open(outfit_codes_file, 'rb'))\n",
    "print('\\n> Outfit codes dict:', outfit_codes_dict)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Current style: pid=male-3-casual, shape=torch.Size([8])\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n",
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "infer_pid(dataloader, outfit_codes_dict, image_paths_dict, \n",
    "          draping_network, converter, ndesc_stack, renderer, pid)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
